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ORCIDFirat Özdemir
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2020 – today
- 2025
[i13]Youbing Hu, Yun Cheng, Olga Saukh, Firat Ozdemir, Anqi Lu, Zhiqiang Cao, Zhijun Li:
FocusDD: Real-World Scene Infusion for Robust Dataset Distillation. CoRR abs/2501.06405 (2025)- [i12]Fanny Lehmann, Firat Ozdemir, Benedikt Soja, Torsten Hoefler, Siddhartha Mishra, Sebastian Schemm
:
Finetuning a Weather Foundation Model with Lightweight Decoders for Unseen Physical Processes. CoRR abs/2506.19088 (2025) - 2024
- [j7]Anna Klimovskaia Susmelj, Berkan Lafci, Firat Ozdemir, Neda Davoudi, Xosé-Luís Dean-Ben, Fernando Pérez-Cruz, Daniel Razansky:
Signal domain adaptation network for limited-view optoacoustic tomography. Medical Image Anal. 91: 103012 (2024) - [j6]Shkurta Gashi, Pietro Oldrati, Max Möbus, Marc Hilty, Liliana Barrios, Firat Ozdemir, Veronika Kana, Andreas Lutterotti, Gunnar Rätsch, Christian Holz:
Modeling multiple sclerosis using mobile and wearable sensor data. npj Digit. Medicine 7(1) (2024) - [i11]Jan Obrist, Miguel Zamora, Hehui Zheng, Ronan Hinchet, Firat Ozdemir, Juan Zarate, Robert K. Katzschmann, Stelian Coros:
PokeFlex: A Real-World Dataset of Deformable Objects for Robotics. CoRR abs/2410.07688 (2024) - 2023
- [j5]Firat Ozdemir, Berkan Lafci, Xosé-Luís Dean-Ben, Daniel Razansky, Fernando Pérez-Cruz:
OADAT: Experimental and Synthetic Clinical Optoacoustic Data for Standardized Image Processing. Trans. Mach. Learn. Res. 2023 (2023) - [c9]Natasa Tagasovska, Firat Ozdemir, Axel Brando:
Retrospective Uncertainties for Deep Models using Vine Copulas. AISTATS 2023: 7528-7539 - [c8]Rok Roskar, Chandrasekhar Ramakrishnan, Michele Volpi, Fernando Pérez-Cruz, Lilian Gasser, Firat Ozdemir, Patrick Paitz, Mohammad Alisafaee, Philipp Fischer, Ralf Grubenmann, Eliza J. Harris, Tasko Olevski, Carl Remlinger, Luis Salamanca, Elisabet Capon Garcia, Lorenzo Cavazzi, Jakub Chrobasik, Darlin Cordoba Osnas, Alessandro Degano, Jimena Dupre, Wesley Johnson, Eike Kettner, Laura Kinkead, Sean D. Murphy, Flora Thiebaut, Olivier Verscheure:
Renku: a platform for sustainable data science. NeurIPS 2023 - [i10]Natasa Tagasovska, Firat Ozdemir, Axel Brando:
Retrospective Uncertainties for Deep Models using Vine Copulas. CoRR abs/2302.12606 (2023) - 2022
- [c7]Anna Klimovskaia Susmelj, Berkan Lafci, Firat Ozdemir, Neda Davoudi, Xosé-Luís Dean-Ben, Fernando Pérez-Cruz, Daniel Razansky:
Signal Domain Learning Approach for Optoacoustic Image Reconstruction from Limited View Data. MIDL 2022: 1173-1191 - [i9]Carlo Albert, Simone Ulzega, Firat Ozdemir, Fernando Pérez-Cruz, Antonietta Mira:
Learning Summary Statistics for Bayesian Inference with Autoencoders. CoRR abs/2201.12059 (2022) - [i8]Berkan Lafci, Firat Ozdemir, Xosé-Luís Dean-Ben, Daniel Razansky, Fernando Pérez-Cruz:
OADAT: Experimental and Synthetic Clinical Optoacoustic Data for Standardized Image Processing. CoRR abs/2206.08612 (2022) - 2021
- [j4]Firat Özdemir, Zixuan Peng, Philipp Fürnstahl, Christine Tanner, Orcun Goksel:
Active learning for segmentation based on Bayesian sample queries. Knowl. Based Syst. 214: 106531 (2021) - [i7]Michael Stalder, Firat Ozdemir, Artur Safin, Jonas Sukys, Damien Bouffard, Fernando Pérez-Cruz:
Probabilistic modeling of lake surface water temperature using a Bayesian spatio-temporal graph convolutional neural network. CoRR abs/2109.13235 (2021) - 2020
- [i6]Firat Özdemir, Christine Tanner, Orcun Goksel:
Delineating Bone Surfaces in B-Mode Images Constrained by Physics of Ultrasound Propagation. CoRR abs/2001.02001 (2020)
2010 – 2019
- 2019
- [j3]Firat Özdemir, Orcun Goksel:
Extending pretrained segmentation networks with additional anatomical structures. Int. J. Comput. Assist. Radiol. Surg. 14(7): 1187-1195 (2019) - [i5]Firat Özdemir, Zixuan Peng, Philipp Fürnstahl, Christine Tanner, Orcun Goksel:
Active Learning for Segmentation Based on Bayesian Sample Queries. CoRR abs/1912.10493 (2019) - 2018
- [j2]Matija Ciganovic, Firat Özdemir, Fabien Péan, Philipp Fürnstahl, Christine Tanner, Orcun Goksel:
Registration of 3D freehand ultrasound to a bone model for orthopedic procedures of the forearm. Int. J. Comput. Assist. Radiol. Surg. 13(6): 827-836 (2018) - [c6]Firat Özdemir, Zixuan Peng, Christine Tanner, Philipp Fürnstahl, Orçun Göksel:
Active Learning for Segmentation by Optimizing Content Information for Maximal Entropy. DLMIA/ML-CDS@MICCAI 2018: 183-191 - [c5]Firat Özdemir, Philipp Fürnstahl, Orçun Göksel:
Learn the New, Keep the Old: Extending Pretrained Models with New Anatomy and Images. MICCAI (4) 2018: 361-369 - [i4]Firat Özdemir, Philipp Fürnstahl, Orçun Göksel:
Learn the new, keep the old: Extending pretrained models with new anatomy and images. CoRR abs/1806.00265 (2018) - [i3]Firat Özdemir, Zixuan Peng, Christine Tanner, Philipp Fürnstahl, Orcun Goksel:
Active Learning for Segmentation by Optimizing Content Information for Maximal Entropy. CoRR abs/1807.06962 (2018) - [i2]Christine Tanner, Firat Özdemir, Romy Profanter, Valery Vishnevsky, Ender Konukoglu, Orçun Göksel:
Generative Adversarial Networks for MR-CT Deformable Image Registration. CoRR abs/1807.07349 (2018) - [i1]Firat Özdemir, Orçun Göksel:
Extending Pretrained Segmentation Networks with Additional Anatomical Structures. CoRR abs/1811.04634 (2018) - 2017
- [j1]Firat Özdemir, Neerav Karani, Philipp Fürnstahl, Orcun Goksel:
Interactive segmentation in MRI for orthopedic surgery planning: bone tissue. Int. J. Comput. Assist. Radiol. Surg. 12(6): 1031-1039 (2017) - 2016
- [c4]Janine Thoma, Firat Özdemir, Orcun Goksel:
Automatic Segmentation of Abdominal MRI Using Selective Sampling and Random Walker. MCV/BAMBI@MICCAI 2016: 83-93 - [c3]Firat Özdemir, Ece Ozkan, Orcun Goksel:
Graphical Modeling of Ultrasound Propagation in Tissue for Automatic Bone Segmentation. MICCAI (2) 2016: 256-264 - 2013
- [c2]Farhood Negin, Firat Özdemir, Ceyhun Burak Akgül, Kamer Ali Yüksel, Aytül Erçil:
A Decision Forest Based Feature Selection Framework for Action Recognition from RGB-Depth Cameras. ICIAR 2013: 648-657 - [c1]Farhood Negin, Firat Özdemir, Kamer Ali Yüksel, Ceyhun Burak Akgül, Aytül Erçil:
A decision forest based feature selection framework for action recognition from RGB-depth cameras. SIU 2013: 1-4
Coauthor Index
aka: Orçun Göksel
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